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《贝叶斯深度学习：DL与Bayesian原理 》【Emtiyaz Khan，86页ppt】.zip
来自东京RIKEN研究中心的Emtiyaz Khan给了关于以贝叶斯原理进行深度学习的教程《Deep Learning with Bayesian Principles》，共有86页ppt，以及撰写了最新的论文，讲述贝叶斯和深度学习如何结合到一起进行学习新算法，提出了一种基于贝叶斯原理的学习规则，它使我们能够连接各种各样的学习算法。利用这一规则，可以在概率图形模型、连续优化、深度学习、强化学习、在线学习和黑盒优化等领域得到广泛的学习算法。非常具有启发性，值得查看！
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Bayesian Optimization Primer.pdf
In this short introduction we introduce Bayesian optimization and several techniques
that SigOpt uses to optimize users models and simulations.
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Bayesian Optimization.pdf
... f behaves as a “black box”), what can we do? Bayesian optimization proceeds by maintaining a probabilistic belief about f ... function to determine where to evaluate the function next. Bayesian optimization is particularly well-suited to global optimization ...
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